Node 02 / ArchitectureAgent Factory
Node 02 | LaunchWhere the work gets found. On a scheduled run the finder mines open-source repos, greenlists them, and selects one eligible issue; from the extension, that issue is already picked. Either path sends a single issue down the pipeline.
Node 00 / Inception
An autonomous
Open-Source Contributor Agent Factory
This OSS workflow is one of many taking place on a software factory serving over 12k agentic runs each week. It runs as a 2-stage LangGraph orchestrator: stage one mines open-source repos, greenlists and scores them, and classifies their issues — the ones that pass get handed to stage two, where an autonomous agent reproduces, fixes or builds a feature, ships a PR - hands-off, on a schedule.
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Node 01 / Activation

Two triggers

Scheduled
GitHub Actions
The full OSS workflow, end to end. On a schedule, a GitHub Actions run does the whole thing — the finder discovers and greenlists new repos, surfaces a fresh, unclaimed bug, or feature, and the builder ships.
On demand via
Agent factory
A developer can choose the agent and infra of choice. Could be activated through a browser extension serving the agent factory. From any GitHub issue or PR, an agent is pointed straight at it — discovery is skipped, and the work moves straight to the build phase of the workflow.
During the run
AI Provider Wallet Top-Up with MetaMask
During the run, the agent tops up its own provider credit from its MetaMask wallet — swapping its mUSD and ETH into whatever currency the provider accepts, so credit never runs dry mid-pipeline.
mUSDmUSD ETH
Intake — open issues → agent spec